From ATT&CKcon 4.0
By Simeon Kakpovi and Greg Schloemer, KC7 Foundation
"KC7 uses an experiential learning pedagogy to teach cybersecurity analysis to students of all levels, from elementary school all the way to industry professionals. In the KC7 experience, students analyze realistic cybersecurity data and answer a series of CTF-style questions that guide them through an investigative journey.
In order to generate authentic intrusion data, we create a fictional company that is attacked by cyber threat actors. The attributes and behaviors of these actors are defined via yaml configurations that are modeled based on MITRE ATT&CK categories and techniques. For example, we can granularly define what techniques an attacker uses for initial access or lateral movement, and how the actor explicitly uses those techniques.
Students that effectively analyze KC7 intrusion data can map the observed activity to the various stages of the MITRE ATTA&CK framework. Organizing actor definitions around the ATTA&CK framework allows KC7 to create a rich set of intrusion data in various permutations - and ensure that students are exposed to a diverse array of scenarios. A pleasant byproduct of this methodology is that students of MITRE ATT&CK can now study techniques contextually in data rather than just reading about them in reports."
In the software engineering world, change is the only constant. And in the course of the last decades, the frequency of that change has exploded. What Agile has brought to software teams, DevOps is now bringing to the entire organization. And the results speak for themselves. The DevOps high-performers are killing it. Insane deploy frequencies of features, high reliability of applications, and high productivity of cross-functional teams have amplified the speed at which ideas become a reality.
In parallel, Application Security was doing its own thing and to a large part remained oblivious to all the impressive improvements that were happening in software engineering. Because breaking an application doesn’t need any knowledge of how it was created in the first place.
This talk will cover anti-patterns that are preventing application security from being adopted by development teams, such as:
* Signals versus Noise
* Lost in Translation
* Make it easy
There are a lot of choices and alternatives for getting started with Agile. It can be confusing. This talk will give you a brief guided tour of Agile methodologies so that you have some understanding of how they are similar and how they differ. We'll cover some of the history of iterative development and waterfall as well as the Agile Manifesto to provide context. At the end of this, you will have an understanding of key principles and the Agile landscape.
Please email me if you would like a download.
The presentation focuses on the responsibilities, practices, processes, tools, and techniques that systematically increase security in the software development lifecycle (SSDLC). Software should be provisioned uniformly declarative regardless of whether software artifacts are produced in-house or purchased. This is the foundation for effective quality and security standardization, which are key facilitators of reliability engineering.
Here's the deck we used for our Seed round. We raised $5M led by Accel.
Even though we didn't necessarily show the appendix slides, we sent them along with the rest of the deck.
See https://airbyte.io
Here's the deck we used for our Seed round. We raised $5M led by Accel within 13 days in the fundraising process.
Even though we didn't necessarily show the appendix slides, we sent them along with the rest of the deck.
See https://airbyte.com
In the software engineering world, change is the only constant. And in the course of the last decades, the frequency of that change has exploded. What Agile has brought to software teams, DevOps is now bringing to the entire organization. And the results speak for themselves. The DevOps high-performers are killing it. Insane deploy frequencies of features, high reliability of applications, and high productivity of cross-functional teams have amplified the speed at which ideas become a reality.
In parallel, Application Security was doing its own thing and to a large part remained oblivious to all the impressive improvements that were happening in software engineering. Because breaking an application doesn’t need any knowledge of how it was created in the first place.
This talk will cover anti-patterns that are preventing application security from being adopted by development teams, such as:
* Signals versus Noise
* Lost in Translation
* Make it easy
There are a lot of choices and alternatives for getting started with Agile. It can be confusing. This talk will give you a brief guided tour of Agile methodologies so that you have some understanding of how they are similar and how they differ. We'll cover some of the history of iterative development and waterfall as well as the Agile Manifesto to provide context. At the end of this, you will have an understanding of key principles and the Agile landscape.
Please email me if you would like a download.
The presentation focuses on the responsibilities, practices, processes, tools, and techniques that systematically increase security in the software development lifecycle (SSDLC). Software should be provisioned uniformly declarative regardless of whether software artifacts are produced in-house or purchased. This is the foundation for effective quality and security standardization, which are key facilitators of reliability engineering.
Here's the deck we used for our Seed round. We raised $5M led by Accel.
Even though we didn't necessarily show the appendix slides, we sent them along with the rest of the deck.
See https://airbyte.io
Here's the deck we used for our Seed round. We raised $5M led by Accel within 13 days in the fundraising process.
Even though we didn't necessarily show the appendix slides, we sent them along with the rest of the deck.
See https://airbyte.com
STC Toronto Agile Intro - How can this possibly work?Michael Sahota
This is an invited talk I gave at STC Management Day in Toronto (Feb 2010). After intro, show role of docs in iterations - sometimes trailing.
Let me know if you would like a copy of this presentation for your own use
Taking Your Product Development to the Next Level with Full StackOptimizely
Optimizely Full Stack helps product development teams experiment deep into their stack to create exceptional customer experiences on everything from search results and promos to recommendations and payment structures. In this session, Jamie Connolly, Senior Product Manager on Developer Experience will talk about the latest enhancements to Full Stack to drive compatibility, usability, and performance.
Today's threats demand a more active role in detecting and isolating sophisticated attacks. This must-see presentation provides practical guidance on modernizing your SOC and building out an effective threat hunting program. Ed Amoroso and David Bianco discuss best practices for developing and staffing a modern SOC, including the essential shifts in how to think about threat detection.
Watch the presentation with audio here: http://info.sqrrl.com/webinar-modernizing-your-security-operations
Transfer Learning: Repurposing ML Algorithms from Different Domains to Cloud ...Priyanka Aash
Machine learning algorithms are key to modern at-scale cyberdefense. Transfer learning is a state of the art ML paradigm that enables applying knowledge and algorithms developed from one field to another, resulting in innovative solutions. This talk presents transfer learning in action wherein techniques created from other areas are successfully re-purposed and applied to cybersecurity.
(Source: RSA Conference USA 2018)
GDG Cloud Southlake #16: Priyanka Vergadia: Scalable Data Analytics in Google...James Anderson
Do you know The Cloud Girl? She makes the cloud come alive with pictures and storytelling.
The Cloud Girl, Priyanka Vergadia, Chief Content Officer @Google, joins us to tell us about Scaleable Data Analytics in Google Cloud.
Maybe, with her explanation, we'll finally understand it!
Priyanka is a technical storyteller and content creator who has created over 300 videos, articles, podcasts, courses and tutorials which help developers learn Google Cloud fundamentals, solve their business challenges and pass certifications! Checkout her content on Google Cloud Tech Youtube channel.
Priyanka enjoys drawing and painting which she tries to bring to her advocacy.
Check out her website The Cloud Girl: https://thecloudgirl.dev/ and her new book: https://www.amazon.com/Visualizing-Google-Cloud-Illustrated-References/dp/1119816327
Spark Summit EU 2016: The Next AMPLab: Real-time Intelligent Secure ExecutionDatabricks
Committed to the goal of building open-source frameworks, tools, and algorithms that make building real-time applications decisions on live data with stronger security, The RISELab is set to innovate and enhance Spark
Streaming Cyber Security into Graph: Accelerating Data into DataStax Graph an...Keith Kraus
Traditional security tools like security information and event managers (SIEMs) are struggling to keep up with the terabytes of event data (250M to 2B events) being generated each day from an ever-growing number of devices. Cybersecurity has become a data problem, and enterprises need to reply with scalable solutions to enable effective hunting and combat evolving attacks. Rethinking the cybersecurity problem as a data-centric problem led Accenture Labs’s Cybersecurity team to use emerging big data tools along with new approaches such as graph databases and analysis to exploit the connected nature of the data to its advantage. Joshua Patterson, Michael Wendt, and Keith Kraus explain how Accenture Labs’s Cybersecurity team is using Apache Kafka, Spark, and Flink to stream data into Blazegraph and Datastax Graph to accelerate cyber defense.
Leveraging Datastax Graph and Blazegraph allows Accenture Labs to greatly accelerate query and analysis performance compared to traditional security tools like SIEM. Josh, Michael, and Keith share the challenges of fitting cybersecurity data into each of the graph structures, as well as the ways they exploited the connectedness of events to discover new threats that would have been missed in traditional SIEM tools. In addition, they explain how they use GPUs to accelerate graph analysis by using Blazegraph DASL. Josh, Michael, and Keith end by demonstrating how to efficiently and effectively stream data into these graph databases using best-in-breed technologies such as Apache Kafka, Spark, and Flink and touch on why Kudu is becoming an integral part of Accenture’s technology stack. Utilizing these technologies, clients have supercharged their security analysts’ cyber-hunting abilities and are uncovering threats faster.
Scrum für Embedded-Software: Gut – aber aus anderen Gründen, als Ihr Manager...Joachim Schlosser
Agile Entwicklung, das hat was von Leichtigkeit, und agile Entwicklung trägt tatsächlich dazu bei, bessere Ergebnisse früher zu erzielen. Es gilt aber auch: Der Prozess ist stikter, als Sie das heute leben. Scrum ist strikter gegenüber Management, und erfordert einen funktionierenden Integrations- und Testprozess. Vor allem in Embedded Systemen.
Mehr zum Thema auf http://www.elektrobit.com/consulting
Agil klingt innovativ, fluffig, ebenso Scrum mit seinen User Stories, dem Zusammenarbeiten. Das agilenPrinzip, Änderungen willkommen zu heißen, lässt das höhere Management in Entwicklungsorganisationen und deren Kunden in freudiger Schnappatmung erzittern. Verheißt dies doch die Möglichkeit, ohne sauer dreinblickende Projektmanager auch zwischendrin mal das Ruder rumzureißen, und das ganze auch noch mit dem Segen des Agilen Manifests und mit einem Framework namens Scrum. Wessen Organisation agil entwickelt, der freut sich, innovative Methoden zu verwenden, mit schlanken Prozessen und kaum Overhead, und vor allem gleich damit starten zu können.
Echt jetzt?
Wenn Ihre Organisation mit Scrum wirklich erfolgreich sein will, dann ist das kein Zuckerschlecken. Der Prozess ist mit hoher Wahrscheinlichkeit deutlich stikter, als Sie das heute leben. Scrum ist strikter gegenüber dem Management außerhalb des Teams, und Scrum ist strikter und zu Beginn der Einführung anstrengender als Ihr heutiger Integrations- und Testprozess. Vor allem in Embedded Systemen.
Der erste agile Wert sagt „Individuals and interactions over processes and tools.“ Und um eben im täglichen Arbeiten den Menschen und Interaktionen eine höhere Bedeutung einräumen zu können, ist es so wichtig, dass Prozess und Tools vorhanden sind, funktionieren und ganz natürlich benutzt werden. Scrum, Kanban und andere agile Methoden erlauben den Menschen in Organisationen, streßfreier hervorragende Qualität zu liefern, erlauben internen und externen Kunden, früher werthaltige Lösungen zu bekommen, und machen aufs große Ganze gesehen der eigenen Organisation bessere Planung.
In diesem Vortrag sehen Sie, was Sie zum Agilen Entwickeln mit Scrum lieber nicht sehen wollten, und wie Sie endlich einen Nutzen fürs Projekt, fürs Unternehmen, für den Kunden und für die Mitarbeiter aus Scrum ziehen können.
Worst Practices in Artificial IntelligenceWilliam Tsoi
In this talk I discuss six "worst practices" in Artificial Intelligence, so that you don't make the same mistakes as you embark on your AI and Machine Learning journey!
The full talk (in cantonese) is here: https://youtu.be/NIIztmpA6Hc?t=1172
Webinar - Feel Secure with revolutionary OTM SolutionJK Tech
Learn how you can adopt to use the best Security Mechanisms which leverages unmatched combination of behavioral analysis, machine learning & dynamic threat intelligence to deliver comprehensive rich visibility, holistic threat detection & containment of threats in real-time.
Dealing With ATT&CK's Different Levels Of DetailMITRE ATT&CK
From ATT&CKcon 4.0
By Tareq AlKhatib, Lacework, Inc
"ATT&CK serves as the central language for CTI practitioners, Detection Engineers, Red Teamers, and more. Despite the benefit of having a central language, ATT&CK offers different levels of detail that might be useful for one team but not others. This paper points out some of these differences in the level of details available in ATT&CK, especially from the point of view of Detection Engineers, and focused on detection coverage.
In summary, while ATT&CK does not define the Procedure level of the TTP trinity, it is still useful to define the “Degrees of Freedom” an attacker has within a technique. Some techniques only have a limited number of possible Procedures, some techniques might have more, and others might be so open ended that they offer an unlimited number of possible procedures per technique. We examine this concept on both the Technique and Tactic levels and make the argument that techniques that have a high number of possible Procedures cannot be covered by Detection Engineers.
At the conference, we intend to release an ATT&CK Navigator layer to help Detection Engineers quickly filter out which Tactics and Techniques they need to focus on and which ones they simply cannot cover."
Automating testing by implementing ATT&CK using the Blackboard ArchitectureMITRE ATT&CK
From ATT&CKcon 4.0
By Jeremy Straub, NDSU Cybersecurity Institute
This presentation will briefly summarize work that we've done regarding implementing the ATT&CK framework as a rule-fact-action network within a Blackboard Architecture, allowing the ATT&CK framework to enable security testing automation. The presentation will start with a quick summary of the concept behind this and then present a few implementation examples.
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STC Toronto Agile Intro - How can this possibly work?Michael Sahota
This is an invited talk I gave at STC Management Day in Toronto (Feb 2010). After intro, show role of docs in iterations - sometimes trailing.
Let me know if you would like a copy of this presentation for your own use
Taking Your Product Development to the Next Level with Full StackOptimizely
Optimizely Full Stack helps product development teams experiment deep into their stack to create exceptional customer experiences on everything from search results and promos to recommendations and payment structures. In this session, Jamie Connolly, Senior Product Manager on Developer Experience will talk about the latest enhancements to Full Stack to drive compatibility, usability, and performance.
Today's threats demand a more active role in detecting and isolating sophisticated attacks. This must-see presentation provides practical guidance on modernizing your SOC and building out an effective threat hunting program. Ed Amoroso and David Bianco discuss best practices for developing and staffing a modern SOC, including the essential shifts in how to think about threat detection.
Watch the presentation with audio here: http://info.sqrrl.com/webinar-modernizing-your-security-operations
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Machine learning algorithms are key to modern at-scale cyberdefense. Transfer learning is a state of the art ML paradigm that enables applying knowledge and algorithms developed from one field to another, resulting in innovative solutions. This talk presents transfer learning in action wherein techniques created from other areas are successfully re-purposed and applied to cybersecurity.
(Source: RSA Conference USA 2018)
GDG Cloud Southlake #16: Priyanka Vergadia: Scalable Data Analytics in Google...James Anderson
Do you know The Cloud Girl? She makes the cloud come alive with pictures and storytelling.
The Cloud Girl, Priyanka Vergadia, Chief Content Officer @Google, joins us to tell us about Scaleable Data Analytics in Google Cloud.
Maybe, with her explanation, we'll finally understand it!
Priyanka is a technical storyteller and content creator who has created over 300 videos, articles, podcasts, courses and tutorials which help developers learn Google Cloud fundamentals, solve their business challenges and pass certifications! Checkout her content on Google Cloud Tech Youtube channel.
Priyanka enjoys drawing and painting which she tries to bring to her advocacy.
Check out her website The Cloud Girl: https://thecloudgirl.dev/ and her new book: https://www.amazon.com/Visualizing-Google-Cloud-Illustrated-References/dp/1119816327
Spark Summit EU 2016: The Next AMPLab: Real-time Intelligent Secure ExecutionDatabricks
Committed to the goal of building open-source frameworks, tools, and algorithms that make building real-time applications decisions on live data with stronger security, The RISELab is set to innovate and enhance Spark
Streaming Cyber Security into Graph: Accelerating Data into DataStax Graph an...Keith Kraus
Traditional security tools like security information and event managers (SIEMs) are struggling to keep up with the terabytes of event data (250M to 2B events) being generated each day from an ever-growing number of devices. Cybersecurity has become a data problem, and enterprises need to reply with scalable solutions to enable effective hunting and combat evolving attacks. Rethinking the cybersecurity problem as a data-centric problem led Accenture Labs’s Cybersecurity team to use emerging big data tools along with new approaches such as graph databases and analysis to exploit the connected nature of the data to its advantage. Joshua Patterson, Michael Wendt, and Keith Kraus explain how Accenture Labs’s Cybersecurity team is using Apache Kafka, Spark, and Flink to stream data into Blazegraph and Datastax Graph to accelerate cyber defense.
Leveraging Datastax Graph and Blazegraph allows Accenture Labs to greatly accelerate query and analysis performance compared to traditional security tools like SIEM. Josh, Michael, and Keith share the challenges of fitting cybersecurity data into each of the graph structures, as well as the ways they exploited the connectedness of events to discover new threats that would have been missed in traditional SIEM tools. In addition, they explain how they use GPUs to accelerate graph analysis by using Blazegraph DASL. Josh, Michael, and Keith end by demonstrating how to efficiently and effectively stream data into these graph databases using best-in-breed technologies such as Apache Kafka, Spark, and Flink and touch on why Kudu is becoming an integral part of Accenture’s technology stack. Utilizing these technologies, clients have supercharged their security analysts’ cyber-hunting abilities and are uncovering threats faster.
Scrum für Embedded-Software: Gut – aber aus anderen Gründen, als Ihr Manager...Joachim Schlosser
Agile Entwicklung, das hat was von Leichtigkeit, und agile Entwicklung trägt tatsächlich dazu bei, bessere Ergebnisse früher zu erzielen. Es gilt aber auch: Der Prozess ist stikter, als Sie das heute leben. Scrum ist strikter gegenüber Management, und erfordert einen funktionierenden Integrations- und Testprozess. Vor allem in Embedded Systemen.
Mehr zum Thema auf http://www.elektrobit.com/consulting
Agil klingt innovativ, fluffig, ebenso Scrum mit seinen User Stories, dem Zusammenarbeiten. Das agilenPrinzip, Änderungen willkommen zu heißen, lässt das höhere Management in Entwicklungsorganisationen und deren Kunden in freudiger Schnappatmung erzittern. Verheißt dies doch die Möglichkeit, ohne sauer dreinblickende Projektmanager auch zwischendrin mal das Ruder rumzureißen, und das ganze auch noch mit dem Segen des Agilen Manifests und mit einem Framework namens Scrum. Wessen Organisation agil entwickelt, der freut sich, innovative Methoden zu verwenden, mit schlanken Prozessen und kaum Overhead, und vor allem gleich damit starten zu können.
Echt jetzt?
Wenn Ihre Organisation mit Scrum wirklich erfolgreich sein will, dann ist das kein Zuckerschlecken. Der Prozess ist mit hoher Wahrscheinlichkeit deutlich stikter, als Sie das heute leben. Scrum ist strikter gegenüber dem Management außerhalb des Teams, und Scrum ist strikter und zu Beginn der Einführung anstrengender als Ihr heutiger Integrations- und Testprozess. Vor allem in Embedded Systemen.
Der erste agile Wert sagt „Individuals and interactions over processes and tools.“ Und um eben im täglichen Arbeiten den Menschen und Interaktionen eine höhere Bedeutung einräumen zu können, ist es so wichtig, dass Prozess und Tools vorhanden sind, funktionieren und ganz natürlich benutzt werden. Scrum, Kanban und andere agile Methoden erlauben den Menschen in Organisationen, streßfreier hervorragende Qualität zu liefern, erlauben internen und externen Kunden, früher werthaltige Lösungen zu bekommen, und machen aufs große Ganze gesehen der eigenen Organisation bessere Planung.
In diesem Vortrag sehen Sie, was Sie zum Agilen Entwickeln mit Scrum lieber nicht sehen wollten, und wie Sie endlich einen Nutzen fürs Projekt, fürs Unternehmen, für den Kunden und für die Mitarbeiter aus Scrum ziehen können.
Worst Practices in Artificial IntelligenceWilliam Tsoi
In this talk I discuss six "worst practices" in Artificial Intelligence, so that you don't make the same mistakes as you embark on your AI and Machine Learning journey!
The full talk (in cantonese) is here: https://youtu.be/NIIztmpA6Hc?t=1172
Webinar - Feel Secure with revolutionary OTM SolutionJK Tech
Learn how you can adopt to use the best Security Mechanisms which leverages unmatched combination of behavioral analysis, machine learning & dynamic threat intelligence to deliver comprehensive rich visibility, holistic threat detection & containment of threats in real-time.
Similar to Using ATT&CK to created wicked actors in real data (20)
Dealing With ATT&CK's Different Levels Of DetailMITRE ATT&CK
From ATT&CKcon 4.0
By Tareq AlKhatib, Lacework, Inc
"ATT&CK serves as the central language for CTI practitioners, Detection Engineers, Red Teamers, and more. Despite the benefit of having a central language, ATT&CK offers different levels of detail that might be useful for one team but not others. This paper points out some of these differences in the level of details available in ATT&CK, especially from the point of view of Detection Engineers, and focused on detection coverage.
In summary, while ATT&CK does not define the Procedure level of the TTP trinity, it is still useful to define the “Degrees of Freedom” an attacker has within a technique. Some techniques only have a limited number of possible Procedures, some techniques might have more, and others might be so open ended that they offer an unlimited number of possible procedures per technique. We examine this concept on both the Technique and Tactic levels and make the argument that techniques that have a high number of possible Procedures cannot be covered by Detection Engineers.
At the conference, we intend to release an ATT&CK Navigator layer to help Detection Engineers quickly filter out which Tactics and Techniques they need to focus on and which ones they simply cannot cover."
Automating testing by implementing ATT&CK using the Blackboard ArchitectureMITRE ATT&CK
From ATT&CKcon 4.0
By Jeremy Straub, NDSU Cybersecurity Institute
This presentation will briefly summarize work that we've done regarding implementing the ATT&CK framework as a rule-fact-action network within a Blackboard Architecture, allowing the ATT&CK framework to enable security testing automation. The presentation will start with a quick summary of the concept behind this and then present a few implementation examples.
I can haz cake: Benefits of working with MITRE on ATT&CKMITRE ATT&CK
From ATT&CKcon 4.0
By Tim Wadhwa-Brown, Cisco
The purpose of this session will be to look at how the linux-malware repo came to take shape and how we've used it to inform our view on adversarial behaviour over the last couple of years. Since the original reason for staring this project was to look at Linux coverage in ATT&CK, we'll play back some of the interesting points and reflect on how they've affected ATT&CK itself.
CISA usage of ATT&CK in Cybersecurity AdvisoriesMITRE ATT&CK
From ATT&CKcon 4.0
By James Stanley, CISA
"CISA's Adoption of the MITRE ATT&CK Framework
Over the past several years, CISA has worked to incorporate ATT&CK whenever applicable into our Cybersecurity Advisories and other cyber guidance. It has become the universal language for discussing how the adversary operates, and we leverage it for our stakeholders to respond to urgent events in real time, as well as detailed reports on subjects like our Red Team activities to give network defenders proactive guidance on how to harden their networks."
ATT&CK’s Adoption in CTI: A Great Success (with Room to Grow!)MITRE ATT&CK
From ATT&CKcon 4.0
By Scott Small, Tidal Cyber
This metrics- and meme-based lightning session spotlights the success story that is the CTI industry’s impressive (and expanding) adoption of ATT&CK in their products. Using nearly 6 years’ worth of ATT&CK-mapped, public threat reports collected from government, vendor, & independent sources, we’ll show how the rate (and detail) of mapping has increased considerably, while showcasing (anonymized) examples of high-quality end-products, with the aim of inspiring further ATT&CK adoption in this important corner of the field.
Evaluating and Enhancing Security Maturity through MITRE ATT&CK MappingMITRE ATT&CK
From ATT&CKcon 4.0
By Pranusha Somareddy, Lark Health
"By aligning security controls with specific adversary techniques and tactics, organizations can gain a comprehensive understanding of their defensive capabilities. This mapping exercise serves as a vital step in identifying potential gaps and weaknesses within the security architecture. The evaluation of security maturity using the MITRE ATT&CK framework provides valuable insights into the effectiveness of existing controls, shedding light on areas that require improvement or further attention.
In this presentation, we will delve into practical strategies and real-world examples that showcase how organizations can successfully leverage the MITRE ATT&CK framework to enhance their security maturity. We will also explore key topics such as:
(i)Customizing security training and awareness programs based on roles and responsibilities
(ii)Conducting thorough assessments of incident response capabilities through the framework
(iii)Integrating threat intelligence derived from ATT&CK to continuously improve the security posture"
MITRE ATT&CK based Threat Analysis for Electronic Flight BagMITRE ATT&CK
From ATT&CKcon 4.0
By Ozan Olali, IBM Security
The Electronic Flight Bag (EFB) has become an indispensable tool in modern aviation, providing pilots with digital resources and critical flight information. However, the increased reliance on EFB systems running on operating systems, introduces various security challenges. In this session, a technical assessment approach with MITRE ATT&CK framework to perform a comprehensive threat analysis of an EFB solution, will be presented. The potential attack vectors and relation with the risks for business/ flight operations will be demonstrated.
Tidying up your Nest: Validating ATT&CK Technique Coverage using EDR TelemetryMITRE ATT&CK
From ATT&CKcon 4.0
By Adam Ostrich and Jesse Brown, Red Canary
"Endpoint Detection & Response (EDR) telemetry offers defenders a powerful tool for catching threats. However, understanding how to validate ATT&CK technique coverage using EDR telemetry can be a challenge. As Detection Validation Engineers at a Managed Detection & Response (MDR) provider that ingests nearly a petabyte of endpoint telemetry every day, we’re in the unique and necessary position to analyze this telemetry at scale and validate its efficacy against common adversary tradecraft.
After providing a brief introduction to EDR telemetry, we’ll discuss how to break ATT&CK techniques down to individual data components, perform functional tests, analyze the ways that specific actions translate to telemetry records, and compare this analysis across different EDR sensors. We’ll discuss the tooling we’ve built to assist us in running these tests and analyzing the resulting telemetry, and we’ll explain how security teams can improve their own functional testing efforts by creating an automated validation workflow. Finally, we’ll describe how this approach has enabled us to more effectively understand and use EDR telemetry, highlighting where this telemetry excels and fails at detecting ATT&CK techniques."
Exploring the Labyrinth: Deep dive into the Lazarus Group's foray into macOSMITRE ATT&CK
From ATT&CKcon 4.0
By Marina Liang
"LABYRINTH CHOLLIMA is a prolific Democratic People's Republic of Korea (DPRK) nexus adversary focused on cyber espionage. They have been recently observed targeting FinTech (financial technology) companies in cryptocurrency revenue generation efforts. LABYRINTH CHOLLIMA has been associated with many high profile attacks, including the Sony Pictures Entertainment (SPE) breach, the WannaCry 2.0 global surge, and most recently, the 3CX supply chain compromise. Increasingly versed in cross-platform intrusions, LABYRINTH CHOLLIMA has been observed targeting macOS operating systems, and evolving their tactics, techniques, and tooling to keep in lockstep with the evolving security landscape.
This talk will deep dive into the interactive macOS intrusions Crowdstrike has attributed to LABYRINTH CHOLLIMA. We will delve into the adversary's macOS tradecraft, techniques to circumvent existing OS protections, and social engineering tactics, while showcasing how their mechanisms and tooling map to the MITRE ATT&CK kill chain, featuring some newly proposed MITRE techniques related to the Transparency, Consent, and Control (TCC) database."
Detection as Code, Automation, and Testing: The Key to Unlocking the Power of...MITRE ATT&CK
From ATT&CKcon 4.0
By Olaf Harton, FalconForce
"Modern security teams have been engineering solid detections for a while now. All this great output also needs to be managed well.
* How can we make sure that the detections we have spent a lot of time developing are deployed and are running in production in the same way as they were designed?
* How can we assure our detection and prevention controls are still working and are detecting the attacks they have been designed to cover?
We will show how we have built a robust and flexible development and deployment process using cloud technnologies. This process allows us to quickly and easily implement new detection controls, test them across multiple environments, and deploy them in a controlled and consistent manner.
We will discuss how security teams can reap the benefits of using detection-as-code, and how this can help achieving a single source of truth for their detection logic. Adopting this approach enables teams to use automation and unit testing to manage and validate their detection controls across multiple environments and ensure proper documentation. By adopting a detection-as-code approach, teams can gain the confidence that comes from knowing that their detections and mitigations work as intended."
Navigating the Attention Economy – Using MITRE ATT&CK to Communicate to Stake...MITRE ATT&CK
From ATT&CKcon 4.0
By Alexandrea Berninger, Accenture
We live in a world where attention is scarce. And yet we need to communicate complex information effectively to a variety of audiences. This talk will discuss how to cut through the noise of information overload by using MITRE ATT&CK to reach your audience. It will use lessons I have learned from videography, combined with Cyber Threat Intelligence (CTI) to weave a story around how to think about communicating to your audience when gaining their focus is becoming increasingly difficult. Using current research into focus and attention spans, combined with trends in how people like to obtain information, this talk will recommend paths to building compelling stories with MITRE ATT&CK so that stakeholders can immediately gain value from threat intelligence reports without having to read a full long-form report.
Driving Intelligence with MITRE ATT&CK: Leveraging Limited Resources to Build...MITRE ATT&CK
From ATT&CKcon 4.0
By Scott Roberts, Interpres Security
"Building threat intelligence is challenging, even under the most ideal circumstances. But what if you are even more limited in your resources? You are part of a small (but skilled) team, with high expectations, and people are relying on you to make business-critical decisions…all the time! What do you do in that situation? Turn a Toyota Tercel into a tank, of course.
The Interpres Security threat intelligence team found itself in that exact situation. Wanting to leverage the MITRE ATT&CK catalog in creating a comprehensive and timely threat intelligence repository, the Interpres team built a series of tools, processes, and paradigms that we call Intelligence Engineering. In this talk, we’ll examine how we combined ATT&CK, STIX2, the Vertex Project’s open-source intelligence platform, Synapse, and custom code to deliver meaningful, rapid, verifiable intelligence to our customers. We’ll share lessons learned on automation, how to run multiple ATT&CK libraries side-by-side, and making programmatic intelligence delivery scalable and effective – just like building a tank out of an imported sedan."
Discussion on Finding Relationships in Cyber DataMITRE ATT&CK
From ATT&CKcon 4.0
By Stephen Johnson and Emma MacMullan, Capital One
Capital One is currently building a Security Graph to tie together various Cyber Teams and their data -- Controls, Objectives, Tools, and Countermeasures, Threats. It is an ambitious project that will help us identify gaps and focus our controls on the most likely and persistent threats. It is a work in progress that is using MITRE ATT&CK and D3FEND as a "lingua franca" to tie together the elements of the graph, so we have a common understanding across the enterprise.
State of ICS and IoT Cyber Threat Landscape Report 2024 previewPrayukth K V
The IoT and OT threat landscape report has been prepared by the Threat Research Team at Sectrio using data from Sectrio, cyber threat intelligence farming facilities spread across over 85 cities around the world. In addition, Sectrio also runs AI-based advanced threat and payload engagement facilities that serve as sinks to attract and engage sophisticated threat actors, and newer malware including new variants and latent threats that are at an earlier stage of development.
The latest edition of the OT/ICS and IoT security Threat Landscape Report 2024 also covers:
State of global ICS asset and network exposure
Sectoral targets and attacks as well as the cost of ransom
Global APT activity, AI usage, actor and tactic profiles, and implications
Rise in volumes of AI-powered cyberattacks
Major cyber events in 2024
Malware and malicious payload trends
Cyberattack types and targets
Vulnerability exploit attempts on CVEs
Attacks on counties – USA
Expansion of bot farms – how, where, and why
In-depth analysis of the cyber threat landscape across North America, South America, Europe, APAC, and the Middle East
Why are attacks on smart factories rising?
Cyber risk predictions
Axis of attacks – Europe
Systemic attacks in the Middle East
Download the full report from here:
https://sectrio.com/resources/ot-threat-landscape-reports/sectrio-releases-ot-ics-and-iot-security-threat-landscape-report-2024/
Search and Society: Reimagining Information Access for Radical FuturesBhaskar Mitra
The field of Information retrieval (IR) is currently undergoing a transformative shift, at least partly due to the emerging applications of generative AI to information access. In this talk, we will deliberate on the sociotechnical implications of generative AI for information access. We will argue that there is both a critical necessity and an exciting opportunity for the IR community to re-center our research agendas on societal needs while dismantling the artificial separation between the work on fairness, accountability, transparency, and ethics in IR and the rest of IR research. Instead of adopting a reactionary strategy of trying to mitigate potential social harms from emerging technologies, the community should aim to proactively set the research agenda for the kinds of systems we should build inspired by diverse explicitly stated sociotechnical imaginaries. The sociotechnical imaginaries that underpin the design and development of information access technologies needs to be explicitly articulated, and we need to develop theories of change in context of these diverse perspectives. Our guiding future imaginaries must be informed by other academic fields, such as democratic theory and critical theory, and should be co-developed with social science scholars, legal scholars, civil rights and social justice activists, and artists, among others.
Neuro-symbolic is not enough, we need neuro-*semantic*Frank van Harmelen
Neuro-symbolic (NeSy) AI is on the rise. However, simply machine learning on just any symbolic structure is not sufficient to really harvest the gains of NeSy. These will only be gained when the symbolic structures have an actual semantics. I give an operational definition of semantics as “predictable inference”.
All of this illustrated with link prediction over knowledge graphs, but the argument is general.
Smart TV Buyer Insights Survey 2024 by 91mobiles.pdf91mobiles
91mobiles recently conducted a Smart TV Buyer Insights Survey in which we asked over 3,000 respondents about the TV they own, aspects they look at on a new TV, and their TV buying preferences.
Essentials of Automations: Optimizing FME Workflows with ParametersSafe Software
Are you looking to streamline your workflows and boost your projects’ efficiency? Do you find yourself searching for ways to add flexibility and control over your FME workflows? If so, you’re in the right place.
Join us for an insightful dive into the world of FME parameters, a critical element in optimizing workflow efficiency. This webinar marks the beginning of our three-part “Essentials of Automation” series. This first webinar is designed to equip you with the knowledge and skills to utilize parameters effectively: enhancing the flexibility, maintainability, and user control of your FME projects.
Here’s what you’ll gain:
- Essentials of FME Parameters: Understand the pivotal role of parameters, including Reader/Writer, Transformer, User, and FME Flow categories. Discover how they are the key to unlocking automation and optimization within your workflows.
- Practical Applications in FME Form: Delve into key user parameter types including choice, connections, and file URLs. Allow users to control how a workflow runs, making your workflows more reusable. Learn to import values and deliver the best user experience for your workflows while enhancing accuracy.
- Optimization Strategies in FME Flow: Explore the creation and strategic deployment of parameters in FME Flow, including the use of deployment and geometry parameters, to maximize workflow efficiency.
- Pro Tips for Success: Gain insights on parameterizing connections and leveraging new features like Conditional Visibility for clarity and simplicity.
We’ll wrap up with a glimpse into future webinars, followed by a Q&A session to address your specific questions surrounding this topic.
Don’t miss this opportunity to elevate your FME expertise and drive your projects to new heights of efficiency.
GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...James Anderson
Effective Application Security in Software Delivery lifecycle using Deployment Firewall and DBOM
The modern software delivery process (or the CI/CD process) includes many tools, distributed teams, open-source code, and cloud platforms. Constant focus on speed to release software to market, along with the traditional slow and manual security checks has caused gaps in continuous security as an important piece in the software supply chain. Today organizations feel more susceptible to external and internal cyber threats due to the vast attack surface in their applications supply chain and the lack of end-to-end governance and risk management.
The software team must secure its software delivery process to avoid vulnerability and security breaches. This needs to be achieved with existing tool chains and without extensive rework of the delivery processes. This talk will present strategies and techniques for providing visibility into the true risk of the existing vulnerabilities, preventing the introduction of security issues in the software, resolving vulnerabilities in production environments quickly, and capturing the deployment bill of materials (DBOM).
Speakers:
Bob Boule
Robert Boule is a technology enthusiast with PASSION for technology and making things work along with a knack for helping others understand how things work. He comes with around 20 years of solution engineering experience in application security, software continuous delivery, and SaaS platforms. He is known for his dynamic presentations in CI/CD and application security integrated in software delivery lifecycle.
Gopinath Rebala
Gopinath Rebala is the CTO of OpsMx, where he has overall responsibility for the machine learning and data processing architectures for Secure Software Delivery. Gopi also has a strong connection with our customers, leading design and architecture for strategic implementations. Gopi is a frequent speaker and well-known leader in continuous delivery and integrating security into software delivery.
Key Trends Shaping the Future of Infrastructure.pdfCheryl Hung
Keynote at DIGIT West Expo, Glasgow on 29 May 2024.
Cheryl Hung, ochery.com
Sr Director, Infrastructure Ecosystem, Arm.
The key trends across hardware, cloud and open-source; exploring how these areas are likely to mature and develop over the short and long-term, and then considering how organisations can position themselves to adapt and thrive.
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...Ramesh Iyer
In today's fast-changing business world, Companies that adapt and embrace new ideas often need help to keep up with the competition. However, fostering a culture of innovation takes much work. It takes vision, leadership and willingness to take risks in the right proportion. Sachin Dev Duggal, co-founder of Builder.ai, has perfected the art of this balance, creating a company culture where creativity and growth are nurtured at each stage.
GraphRAG is All You need? LLM & Knowledge GraphGuy Korland
Guy Korland, CEO and Co-founder of FalkorDB, will review two articles on the integration of language models with knowledge graphs.
1. Unifying Large Language Models and Knowledge Graphs: A Roadmap.
https://arxiv.org/abs/2306.08302
2. Microsoft Research's GraphRAG paper and a review paper on various uses of knowledge graphs:
https://www.microsoft.com/en-us/research/blog/graphrag-unlocking-llm-discovery-on-narrative-private-data/
JMeter webinar - integration with InfluxDB and GrafanaRTTS
Watch this recorded webinar about real-time monitoring of application performance. See how to integrate Apache JMeter, the open-source leader in performance testing, with InfluxDB, the open-source time-series database, and Grafana, the open-source analytics and visualization application.
In this webinar, we will review the benefits of leveraging InfluxDB and Grafana when executing load tests and demonstrate how these tools are used to visualize performance metrics.
Length: 30 minutes
Session Overview
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During this webinar, we will cover the following topics while demonstrating the integrations of JMeter, InfluxDB and Grafana:
- What out-of-the-box solutions are available for real-time monitoring JMeter tests?
- What are the benefits of integrating InfluxDB and Grafana into the load testing stack?
- Which features are provided by Grafana?
- Demonstration of InfluxDB and Grafana using a practice web application
To view the webinar recording, go to:
https://www.rttsweb.com/jmeter-integration-webinar
Let's dive deeper into the world of ODC! Ricardo Alves (OutSystems) will join us to tell all about the new Data Fabric. After that, Sezen de Bruijn (OutSystems) will get into the details on how to best design a sturdy architecture within ODC.
Software Delivery At the Speed of AI: Inflectra Invests In AI-Powered QualityInflectra
In this insightful webinar, Inflectra explores how artificial intelligence (AI) is transforming software development and testing. Discover how AI-powered tools are revolutionizing every stage of the software development lifecycle (SDLC), from design and prototyping to testing, deployment, and monitoring.
Learn about:
• The Future of Testing: How AI is shifting testing towards verification, analysis, and higher-level skills, while reducing repetitive tasks.
• Test Automation: How AI-powered test case generation, optimization, and self-healing tests are making testing more efficient and effective.
• Visual Testing: Explore the emerging capabilities of AI in visual testing and how it's set to revolutionize UI verification.
• Inflectra's AI Solutions: See demonstrations of Inflectra's cutting-edge AI tools like the ChatGPT plugin and Azure Open AI platform, designed to streamline your testing process.
Whether you're a developer, tester, or QA professional, this webinar will give you valuable insights into how AI is shaping the future of software delivery.
